Adaptive Certified Training: Towards Better Accuracy-Robustness Tradeoffs

Zhakshylyk Nurlanov, Frank R. Schmidt, Florian Bernard

As deep learning models continue to advance and are increasingly utilized in real-world systems, the issue of robustness remains a major challenge. Existing certified training meth…